Update app.py
Browse files
app.py
CHANGED
@@ -1,14 +1,23 @@
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import streamlit as st
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from PIL import Image
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import torch
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from transformers import AutoProcessor, AutoModelForVision2Seq
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# Load the PaliGemma model and processor
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@st.cache_resource
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def load_model():
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model_name = "google/paligemma2-3b-mix-224"
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processor = AutoProcessor.from_pretrained(model_name)
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model = AutoModelForVision2Seq.from_pretrained(model_name)
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return processor, model
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processor, model = load_model()
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@@ -30,4 +39,4 @@ if uploaded_file:
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output = model.generate(**inputs)
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answer = processor.batch_decode(output, skip_special_tokens=True)[0]
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st.success(f"Answer: {answer}")
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import os
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import streamlit as st
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from PIL import Image
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import torch
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from transformers import AutoProcessor, AutoModelForVision2Seq
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# Get Hugging Face API key from Hugging Face Spaces secrets
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HF_TOKEN = os.getenv("HF_KEY")
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# Ensure API key is available
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if not HF_TOKEN:
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st.error("❌ Hugging Face API key not found! Set it as 'HF_KEY' in Spaces secrets.")
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st.stop()
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# Load the PaliGemma model and processor
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@st.cache_resource
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def load_model():
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model_name = "google/paligemma2-3b-mix-224"
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processor = AutoProcessor.from_pretrained(model_name, token=HF_TOKEN)
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model = AutoModelForVision2Seq.from_pretrained(model_name, token=HF_TOKEN)
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return processor, model
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processor, model = load_model()
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output = model.generate(**inputs)
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answer = processor.batch_decode(output, skip_special_tokens=True)[0]
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st.success(f"✅ Answer: {answer}")
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